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Anurag Jayant Vaidya

3 accepted papers

2025

Composable Interventions for Language Models

ICLR 2025poster

Test-time interventions for language models can enhance factual accuracy, mitigate harmful outputs, and improve model efficiency without costly retraining. But despite a flood of new methods, different types of interventions are largely developing independently. In practice, multiple interventions m…

2024

HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis

NeurIPS 2024spotlight

Spatial transcriptomics enables interrogating the molecular composition of tissue with ever-increasing resolution and sensitivity. However, costs, rapidly evolving technology, and lack of standards have constrained computational methods in ST to narrow tasks and small cohorts. In addition, the under…

2024

Multimodal Prototyping for cancer survival prediction

ICML 2024poster

Multimodal survival methods combining gigapixel histology whole-slide images (WSIs) and transcriptomic profiles are particularly promising for patient prognostication and stratification. Current approaches involve tokenizing the WSIs into smaller patches ($>10^4$ patches) and transcriptomics into ge…